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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

E. Satterfield

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Sep 2026

Distribution-respecting Model-space Vertical Localization for the Non-Variational Ensemble Data Assimilation of nonlocal Observations: Formulation and Experiments with Clear-sky Infrared Radiances

Operational meteorological ensemble data assimilation (EnsDA) systems frequently assimilate satellite radiance observations. These observations are non-local because they represent spatially-integrated atmospheric information. For ensemble Kalman filters (EnKFs), model-space localization has been hypothesized to be s...

Man-Yau Chan, E. Satterfield, J. Rubin · 0 citations

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